ImageNet vs Places
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| OOD Detection | ImageNet-1k (ID) vs Places (OOD) 1.0 (test) | AUROC96.22 | 49 | |
| Out-of-Distribution Detection | ImageNet (ID) vs Places (OOD) (test) | FPR@9510.27 | 19 | |
| OOD Detection | ImageNet-1k (ID) vs Places (OOD) | AUC93.34 | 16 | |
| OOD Detection | ImageNet100 (In-distribution) vs Places (OOD) (test) | FPR@958.58 | 8 | |
| OOD detection | ImageNet-30 vs Places-365 (test) | ROCAUC0.967 | 5 | |
| Out-of-Distribution Detection | ImageNet-30 unlabeled vs Places-365 (test) | AUROC0.783 | 4 | |
| Out-of-Distribution Detection | ImageNet vs. Places365 OOD | AUROC88 | 3 |
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